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1. Define: Conditional expectation (given random variable)
2. Define Unsupervised Learning
3. Define: Bernoulli density estimation problem.
4. Define k-means clustering algorithm
5. Define Maximum Likelihood Estimation Algorithm
6. Define the supervised learning problem
7. Define the Binary classification problem
8. Define the Regression problem
9. Define Perceptron Algorithm
10. Define the Online learning with full feedback problem
11. Define Projected Online Learning Gradient Descent algorithm